A11: A Vertical Reasoning Protocol for AGI Development
Add A11 as an integrity gate between your LLM and downstream modules to enforce honest integration, log contradictions, and enable self‑correction.
Integrate A11 into your AI pipeline by inserting an integrity gate that blocks contradictory knowledge, logs failures in an append‑only hash chain, and triggers a new direction generation after each conflict.
Summary
AGI is defined as a system with a stable vertical cognitive architecture that can generate, evaluate, and refine its own direction (S1), constraints (S2), knowledge (S3), and honest integration (S4), completing a full reasoning cycle (S1–S11) without collapse. The definition deliberately excludes model size, training data, biological analogies, and philosophical assumptions, focusing solely on structure. Current LLMs and agent frameworks lack key vertical cognition elements: they do not generate goals (S1), have no internal priorities or risk boundaries (S2), smooth contradictions instead of detecting them (S4), lack a precise tension point, have no immutable integrity log, and cannot verify that results match intentions (S11). A11 is presented as a vertical reasoning protocol that supplies the missing components: a stable core (S1–S3), an integrity gate (S4) that forbids contradictory integration, a tension point marker, a new direction generator, an append‑only hash‑linked integrity log, a full pass through S1–S11, and switch flags for adaptive depth. By inserting A11 between the LLM and downstream modules, the system gains honest integration, self‑correction, self‑diagnosis, self‑direction, and self‑memory, creating a stable self‑improvement loop that current scaling or agent trends cannot achieve.
Key changes
- AGI requires vertical structure, stable direction, internal constraints, honest integration, conflict detection, self‑correction, and full reasoning cycle (S1–S11).
- A11 provides a stable core with S1 (direction), S2 (constraints), S3 (knowledge).
- A11 implements an integrity gate (S4) that blocks contradictory integration.
- A11 introduces a tension point marker to localize conflicts.
- A11 generates a new S1 direction derived from conflicts and logs failures in an append‑only hash‑linked integrity log.
- A11 completes a full reasoning pass (S1–S11) and returns a verified result, enabling self‑evaluation and adaptive depth via switch flags.